The code for Paper "MAPLE: Mobile App Prediction Leveraging Large Language Model Embeddings."
To view the detailed model, please check the link to the paper : https://arxiv.org/pdf/2309.08648.pdf
data: Contains the example input files
finetune.py: Contains training code (Inspired by Huggingface seq2seq example file with slight modifications)
predict.py: Contains inference code to generate a result file (Inspired from Huggingface seq2seq example file with slight modifications)
run_main.sh: the main script for run finetuned.py and predict.py
If you find this code or the paper useful, please consider citing:
@article{khaokaew2024maple,
title={MAPLE: Mobile App Prediction Leveraging Large Language model Embeddings},
author={Khaokaew, Yonchanok and Xue, Hao and Salim, Flora D},
journal={Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies},
volume={8},
number={1},
pages={1--25},
year={2024},
publisher={ACM New York, NY, USA}
}